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Auto-Triage and Prioritize Support Tickets

By the end of this recipe, every new support ticket gets read, categorized, priority-scored, and routed the moment it lands — before a human even opens the queue. Manual triage is the single biggest cause of support backlog: someone has to read each ticket, guess a category, set a priority, and pass it to the right team, and the same request gets sorted differently depending on who's on shift. Because your tickets, your categories, your SLA timers, and your team all live in one workspace, Copera can do that sorting for you — consistently, in seconds — so reps spend their time solving, not triaging.

Readiness: Available now (built as one Automation). The version where a named "Support Triage" teammate watches the queue on its own schedule is rolling out in early access.

What it does​

The moment a ticket lands as a row, one automation runs the whole triage pass:

  1. It reads the raw message and extracts a clean one-line problem, the affected product area, and any impact the customer mentioned.
  2. It classifies the category — Billing, Bug/Outage, How-to, Feature request, Account/Access, or whatever set you define.
  3. It reads the customer's tone with a sentiment step, catching urgency that the words don't spell out.
  4. It scores a priority — Urgent, High, Medium, or Low — from the category, the tone, and the stated impact together.
  5. It writes all of that back onto the row and starts the SLA timer, so the ticket is on the right countdown from the second it arrives.
  6. It surfaces the urgent ones — anything scored Urgent gets posted to your on-call channel or assigned to a senior rep so it jumps the queue instead of waiting its turn.

Crucially, triage only labels and routes — it never sends a customer-facing reply on its own. Every answer still comes from your team (or a drafted response you approve). The payoff is a queue that's already sorted, prioritized, and clock-started before anyone opens it, instead of a wall of unread tickets that all look equally urgent.

Build it yourself​

One-time setup​

Create the Support Tickets board

Make a board with a Tickets table. Add columns for Message (rich text — the raw request), Summary (short text — the AI's one-line problem statement), Category (a select with options like Billing, Bug/Outage, How-to, Feature request, Account/Access, Other), Priority (Urgent, High, Medium, Low), Sentiment (Positive, Neutral, Negative), Owner (people), a Status, and an SLA timer. This board is your live queue and your history.

Decide how tickets arrive

Point your intake at the Tickets table. A public support form (a Form submitted → Create row automation), your support inbox (an Email received → Create row automation), an external helpdesk (an Inbound webhook received → Create row automation), or plain manual entry all drop a new row here. The triage automation below runs on Row created, so it fires the same way no matter how a ticket came in. If you'd rather skip the intermediate row, point the triage trigger directly at Form submitted or Email received instead.

The triage automation​

Trigger: Row created

On the Tickets table, add an automation with a Row created trigger. It runs once for every new ticket.

AI step: Extract the core problem

Add an AI → Extract step over the ticket message. Pull out a one-line problem summary, the affected product area, and any impact the customer named ("can't log in," "charged twice," "whole team is down"). Extract turns free-form text into structured fields, so the rest of the flow — and your reps — work from a tidy version instead of a wall of text.

AI step: Classify the category

Add an AI → Classify step that sorts the ticket into one of your Category labels. Classify sorts text into the exact labels you define, so a Bug/Outage is a Bug/Outage every time — no matter who, or what, filed the ticket.

AI step: Read the sentiment

Add an AI → Sentiment step to detect the customer's tone — positive, neutral, or negative. This catches urgency the words don't spell out: a terse, frustrated message deserves a different priority from a calm question, even when neither one says "urgent."

AI step: Classify the priority

Add a second AI → Classify step that assigns a Priority — Urgent, High, Medium, or Low — using the message, the category, and the sentiment together. Give it plain rules in the prompt: an outage or a strongly negative message is Urgent; a how-to question is Low. (Prefer fixed logic instead of AI judgment? See the Tip below for the all-conditions version.)

Actions: Write it back to the row

Add Set field actions to store the Category, Priority, Sentiment, and Summary on the row. The ticket is now fully triaged and readable at a glance.

Action: Start the SLA timer

Add an SLA timer control action set to start the response clock, now that the priority is known. The ticket is on the right countdown from the moment it arrived — pair this with a separate SLA-breach watchdog that escalates anything running late (see SLA Tracking).

Condition + action: Surface the urgent ones

Add a Condition that checks Priority equals Urgent. On its true path, add a Post channel message to your on-call support channel — or a Send direct message / Assign user(s) to hand it to a senior rep — including the summary and a link to the ticket. Everything else flows straight into the queue at its scored priority.

Or just ask Copera AI​

You don't have to build the graph by hand. Open Ask Copera AI and describe it:

"Create a Support Tickets board with columns for message, summary, category, priority, sentiment, owner, status, and an SLA timer. Then build an automation: when a new ticket row is created, extract the core problem, classify it into a category, read its sentiment, score a priority of Urgent/High/Medium/Low, write all of that back to the row, start the SLA timer, and if it's Urgent, post it to our #support-oncall channel."

Ask Copera AI can create the board and its columns, then plan, draft, validate, and assemble the automation for you. With the default Ask before acting permission mode, it shows a review card for each change before anything is created — so you approve the board and the automation before they exist. See What Copera AI Can Do for the full list of what it can build.

Make it a standing teammate​

Early access

Standing AI teammates are rolling out gradually. When one reaches your workspace, a named "Support Triage" teammate can own the queue: on its own schedule it scans for new, untriaged tickets, categorizes and prioritizes each one, updates the row, and posts the urgent ones to your support channel — all under its own identity. By design a teammate can update rows and post to channels but never sends anything outside the workspace, so no customer-facing reply ever goes out without a person. Until teammates arrive in your workspace, the automation above does the same triage today. Learn more in AI teammates.

Tips​

tip

Keep replies human. Triage labels and routes; it does not answer the customer. Every reply still comes from your team, or from a drafted response you approve before it sends. Let the AI sort the queue at full speed while a person owns every word that reaches a customer.

tip

Bump priority for your best accounts. If your Tickets rows link to a Customers table, feed the customer's tier into the priority step, or add a Condition that raises Enterprise accounts a level — so a VIP's "how-to" never sits behind a stranger's, exactly the account-value weighting good triage is supposed to do.

tip

Prefer fixed rules to AI judgment? Replace the priority Classify step with Conditions: for example, if Category is Bug/Outage OR Sentiment is Negative, use Set field to set Priority = Urgent. It's fully deterministic and spends no AI credits on that step. Many teams use AI for the category and sentiment, then conditions for the final priority.

tip

Set a spend cap. The triage flow runs on every incoming ticket, so give the automation a per-automation spend cap and watch the usage dashboard. A flood of tickets can never outrun the budget you choose.

Frequently Asked Questions​

Can Copera automatically categorize and prioritize support tickets?​

Yes. An automation fires the moment a new ticket row is created, then runs AI steps that classify the ticket into a category, read the customer's sentiment, and score a priority of Urgent, High, Medium, or Low. It writes all of that back onto the row and starts the SLA timer, so the queue is pre-sorted before a rep opens it.

How does the AI decide a ticket's priority?​

A Classify AI step reads the message together with its category and its sentiment and picks one of the priority labels you define. You give it plain rules in the prompt — an outage or a strongly negative message is Urgent, a how-to question is Low. Prefer fixed logic? You can compute priority with condition blocks (for example, Category is Bug/Outage OR Sentiment is Negative → Urgent) instead of an AI step.

Can it route urgent tickets to the right person?​

Yes. Add a Condition on the priority (or the category) and branch the flow: for anything Urgent, post a channel message to your on-call channel, send a direct message, or assign a senior owner with an Assign user(s) action. Route by category the same way — Billing to the finance queue, Bug/Outage to engineering — so triage doubles as routing.

Does the triage automation reply to customers on its own?​

No. Triage only labels, prioritizes, and routes the ticket row — it never sends a customer-facing reply by itself. Every answer still comes from your team, or from a drafted response your team approves before it goes out.

Where do the tickets come from?​

From any intake that creates a row: a public support form (Form submitted), your support inbox (Email received), an external helpdesk (Inbound webhook received), or manual entry. The triage automation runs on Row created, so it fires the same way no matter how the ticket arrived — or you can trigger it directly on Form submitted or Email received.